feynman_II_36

Dataset statistics

Number of variables	9
Number of observations	100000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.9 MiB
Average record size in memory	72.0 B

Variable types

Numeric	9

Warnings

`mom` has unique values	Unique
`H` has unique values	Unique
`kb` has unique values	Unique
`T` has unique values	Unique
`alpha` has unique values	Unique
`epsilon` has unique values	Unique
`c` has unique values	Unique
`M` has unique values	Unique
`target` has unique values	Unique

Reproduction

Analysis started	2021-07-29 22:51:11.309357
Analysis finished	2021-07-29 23:03:49.879172
Duration	12 minutes and 38.57 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

mom
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.998314767

Minimum	1.000007326
Maximum	2.999964123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000007326
5-th percentile	1.101006539
Q1	1.499464079
median	1.995703296
Q3	2.497403455
95-th percentile	2.900007595
Maximum	2.999964123
Range	1.999956797
Interquartile range (IQR)	0.9979393756

Descriptive statistics

Standard deviation	0.5769775785
Coefficient of variation (CV)	0.2887320797
Kurtosis	-1.197068933
Mean	1.998314767
Median Absolute Deviation (MAD)	0.4990728732
Skewness	0.006722413778
Sum	199831.4767
Variance	0.3329031261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.081295612	1	< 0.1%
1.859605629	1	< 0.1%
2.941068269	1	< 0.1%
2.937622429	1	< 0.1%
1.486940567	1	< 0.1%
1.940567196	1	< 0.1%
2.262560226	1	< 0.1%
1.757647755	1	< 0.1%
2.071346001	1	< 0.1%
2.826883691	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000007326	1	< 0.1%
1.000010685	1	< 0.1%
1.000015456	1	< 0.1%
1.000017406	1	< 0.1%
1.000019461	1	< 0.1%
1.000048249	1	< 0.1%
1.000102926	1	< 0.1%
1.000110019	1	< 0.1%
1.00011119	1	< 0.1%
1.000111359	1	< 0.1%

Value	Count	Frequency (%)
2.999964123	1	< 0.1%
2.999950689	1	< 0.1%
2.999943563	1	< 0.1%
2.999942708	1	< 0.1%
2.999920199	1	< 0.1%
2.999915337	1	< 0.1%
2.999872796	1	< 0.1%
2.999861184	1	< 0.1%
2.999832754	1	< 0.1%
2.999826594	1	< 0.1%

H
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.000277795

Minimum	1.000006603
Maximum	2.9999836
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000006603
5-th percentile	1.101208682
Q1	1.501387305
median	2.000958697
Q3	2.501191273
95-th percentile	2.8992482
Maximum	2.9999836
Range	1.999976997
Interquartile range (IQR)	0.9998039676

Descriptive statistics

Standard deviation	0.5769446984
Coefficient of variation (CV)	0.2884322868
Kurtosis	-1.199456071
Mean	2.000277795
Median Absolute Deviation (MAD)	0.4998289427
Skewness	-0.002279445119
Sum	200027.7795
Variance	0.332865185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.424126656	1	< 0.1%
2.306274751	1	< 0.1%
1.268070188	1	< 0.1%
2.775810232	1	< 0.1%
2.651563751	1	< 0.1%
1.690599006	1	< 0.1%
2.356853666	1	< 0.1%
2.075237762	1	< 0.1%
2.445880118	1	< 0.1%
1.677172065	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000006603	1	< 0.1%
1.000023352	1	< 0.1%
1.000044225	1	< 0.1%
1.000082557	1	< 0.1%
1.00013605	1	< 0.1%
1.000142653	1	< 0.1%
1.000145942	1	< 0.1%
1.000163377	1	< 0.1%
1.000183044	1	< 0.1%
1.000193448	1	< 0.1%

Value	Count	Frequency (%)
2.9999836	1	< 0.1%
2.999977043	1	< 0.1%
2.999940004	1	< 0.1%
2.999923125	1	< 0.1%
2.999908848	1	< 0.1%
2.999876041	1	< 0.1%
2.999822629	1	< 0.1%
2.999781439	1	< 0.1%
2.999745782	1	< 0.1%
2.999704391	1	< 0.1%

kb
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.999664091

Minimum	1.000006079
Maximum	2.999973576
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000006079
5-th percentile	1.097531127
Q1	1.497906507
median	2.001051257
Q3	2.501083124
95-th percentile	2.900726054
Maximum	2.999973576
Range	1.999967498
Interquartile range (IQR)	1.003176617

Descriptive statistics

Standard deviation	0.5780667973
Coefficient of variation (CV)	0.2890819512
Kurtosis	-1.201562493
Mean	1.999664091
Median Absolute Deviation (MAD)	0.5015158163
Skewness	-0.003837531801
Sum	199966.4091
Variance	0.3341612222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.902341582	1	< 0.1%
2.718803342	1	< 0.1%
2.358496618	1	< 0.1%
2.156577091	1	< 0.1%
2.223193831	1	< 0.1%
1.361984751	1	< 0.1%
2.601733348	1	< 0.1%
1.217014108	1	< 0.1%
2.996379047	1	< 0.1%
2.486785198	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000006079	1	< 0.1%
1.000011546	1	< 0.1%
1.000016128	1	< 0.1%
1.000026043	1	< 0.1%
1.00004564	1	< 0.1%
1.000068599	1	< 0.1%
1.000081837	1	< 0.1%
1.000128466	1	< 0.1%
1.000167171	1	< 0.1%
1.000177985	1	< 0.1%

Value	Count	Frequency (%)
2.999973576	1	< 0.1%
2.999928461	1	< 0.1%
2.999908116	1	< 0.1%
2.999894317	1	< 0.1%
2.999850608	1	< 0.1%
2.999780991	1	< 0.1%
2.999756824	1	< 0.1%
2.99974752	1	< 0.1%
2.999727715	1	< 0.1%
2.999719313	1	< 0.1%

T
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.999451936

Minimum	1.000018663
Maximum	2.999995235
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000018663
5-th percentile	1.100649651
Q1	1.499230787
median	1.998977037
Q3	2.500621899
95-th percentile	2.899083054
Maximum	2.999995235
Range	1.999976572
Interquartile range (IQR)	1.001391113

Descriptive statistics

Standard deviation	0.5771326771
Coefficient of variation (CV)	0.2886454367
Kurtosis	-1.200633786
Mean	1.999451936
Median Absolute Deviation (MAD)	0.5008146359
Skewness	0.001877858834
Sum	199945.1936
Variance	0.333082127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.700580462	1	< 0.1%
1.945195259	1	< 0.1%
1.445083652	1	< 0.1%
2.106924544	1	< 0.1%
1.36126377	1	< 0.1%
2.208342993	1	< 0.1%
2.233234203	1	< 0.1%
2.303667114	1	< 0.1%
1.895021608	1	< 0.1%
2.920550798	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000018663	1	< 0.1%
1.000039099	1	< 0.1%
1.000050077	1	< 0.1%
1.000137608	1	< 0.1%
1.000177211	1	< 0.1%
1.000210293	1	< 0.1%
1.000212096	1	< 0.1%
1.000213335	1	< 0.1%
1.000220801	1	< 0.1%
1.000255928	1	< 0.1%

Value	Count	Frequency (%)
2.999995235	1	< 0.1%
2.999924543	1	< 0.1%
2.999922352	1	< 0.1%
2.99989289	1	< 0.1%
2.999888958	1	< 0.1%
2.999885833	1	< 0.1%
2.999869937	1	< 0.1%
2.999846684	1	< 0.1%
2.999846255	1	< 0.1%
2.999813903	1	< 0.1%

alpha
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.00296784

Minimum	1.000019169
Maximum	2.999985175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000019169
5-th percentile	1.100726227
Q1	1.504414796
median	2.003308665
Q3	2.504705093
95-th percentile	2.899525538
Maximum	2.999985175
Range	1.999966006
Interquartile range (IQR)	1.000290297

Descriptive statistics

Standard deviation	0.5773800871
Coefficient of variation (CV)	0.2882622854
Kurtosis	-1.200452236
Mean	2.00296784
Median Absolute Deviation (MAD)	0.500126335
Skewness	-0.005681174021
Sum	200296.784
Variance	0.333367765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.697671259	1	< 0.1%
1.703578774	1	< 0.1%
1.814958376	1	< 0.1%
1.561881766	1	< 0.1%
1.204261438	1	< 0.1%
1.89122708	1	< 0.1%
1.787403106	1	< 0.1%
1.313801147	1	< 0.1%
1.493028789	1	< 0.1%
2.074259845	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000019169	1	< 0.1%
1.000101758	1	< 0.1%
1.000115946	1	< 0.1%
1.00012766	1	< 0.1%
1.000138537	1	< 0.1%
1.000141755	1	< 0.1%
1.000148986	1	< 0.1%
1.00016009	1	< 0.1%
1.000186248	1	< 0.1%
1.000215131	1	< 0.1%

Value	Count	Frequency (%)
2.999985175	1	< 0.1%
2.999984841	1	< 0.1%
2.999960273	1	< 0.1%
2.999939996	1	< 0.1%
2.999922032	1	< 0.1%
2.999918533	1	< 0.1%
2.999883856	1	< 0.1%
2.99984148	1	< 0.1%
2.999824091	1	< 0.1%
2.999781992	1	< 0.1%

epsilon
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.001936592

Minimum	1.000010914
Maximum	2.999976647
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000010914
5-th percentile	1.101982641
Q1	1.504755553
median	2.003147515
Q3	2.500188116
95-th percentile	2.900543503
Maximum	2.999976647
Range	1.999965733
Interquartile range (IQR)	0.9954325633

Descriptive statistics

Standard deviation	0.5770341133
Coefficient of variation (CV)	0.288237957
Kurtosis	-1.197050455
Mean	2.001936592
Median Absolute Deviation (MAD)	0.4975927564
Skewness	-0.004307513427
Sum	200193.6592
Variance	0.3329683679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.668550752	1	< 0.1%
1.385061933	1	< 0.1%
1.956570726	1	< 0.1%
1.42918159	1	< 0.1%
2.189713989	1	< 0.1%
1.792979156	1	< 0.1%
1.506105737	1	< 0.1%
1.932276804	1	< 0.1%
1.526582479	1	< 0.1%
1.00400023	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000010914	1	< 0.1%
1.000011458	1	< 0.1%
1.000013101	1	< 0.1%
1.000013751	1	< 0.1%
1.000074151	1	< 0.1%
1.000106882	1	< 0.1%
1.00012825	1	< 0.1%
1.000141277	1	< 0.1%
1.000158172	1	< 0.1%
1.000165546	1	< 0.1%

Value	Count	Frequency (%)
2.999976647	1	< 0.1%
2.999972075	1	< 0.1%
2.999879422	1	< 0.1%
2.999873199	1	< 0.1%
2.999864426	1	< 0.1%
2.999840739	1	< 0.1%
2.99980126	1	< 0.1%
2.999786044	1	< 0.1%
2.999777702	1	< 0.1%
2.999764378	1	< 0.1%

c
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.000258854

Minimum	1.000001234
Maximum	2.999981122
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000001234
5-th percentile	1.100214581
Q1	1.500595888
median	2.00092198
Q3	2.500080624
95-th percentile	2.899058941
Maximum	2.999981122
Range	1.999979888
Interquartile range (IQR)	0.9994847367

Descriptive statistics

Standard deviation	0.5775194219
Coefficient of variation (CV)	0.2887223425
Kurtosis	-1.201530232
Mean	2.000258854
Median Absolute Deviation (MAD)	0.499669616
Skewness	-0.001205477926
Sum	200025.8854
Variance	0.3335286827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.521742711	1	< 0.1%
2.100211915	1	< 0.1%
1.831963905	1	< 0.1%
2.620927032	1	< 0.1%
2.341574125	1	< 0.1%
1.968436669	1	< 0.1%
1.167589099	1	< 0.1%
1.492151715	1	< 0.1%
1.088750991	1	< 0.1%
1.300585939	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000001234	1	< 0.1%
1.000003634	1	< 0.1%
1.000016867	1	< 0.1%
1.000028394	1	< 0.1%
1.000041016	1	< 0.1%
1.00009372	1	< 0.1%
1.000147196	1	< 0.1%
1.000163076	1	< 0.1%
1.000165794	1	< 0.1%
1.00020175	1	< 0.1%

Value	Count	Frequency (%)
2.999981122	1	< 0.1%
2.999977668	1	< 0.1%
2.999970992	1	< 0.1%
2.999937188	1	< 0.1%
2.99985847	1	< 0.1%
2.999816585	1	< 0.1%
2.999808522	1	< 0.1%
2.999788161	1	< 0.1%
2.999770837	1	< 0.1%
2.999736329	1	< 0.1%

M
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.998606848

Minimum	1.000007373
Maximum	2.999972
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1.000007373
5-th percentile	1.099773944
Q1	1.50115999
median	1.998992608
Q3	2.494884231
95-th percentile	2.899180721
Maximum	2.999972
Range	1.999964627
Interquartile range (IQR)	0.9937242411

Descriptive statistics

Standard deviation	0.5758879137
Coefficient of variation (CV)	0.2881446714
Kurtosis	-1.191706292
Mean	1.998606848
Median Absolute Deviation (MAD)	0.4970066784
Skewness	-0.001208492651
Sum	199860.6848
Variance	0.3316468891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.807999016	1	< 0.1%
1.137648444	1	< 0.1%
1.164391258	1	< 0.1%
2.967194518	1	< 0.1%
2.822924137	1	< 0.1%
2.844821783	1	< 0.1%
2.139546421	1	< 0.1%
2.325685516	1	< 0.1%
2.848525391	1	< 0.1%
1.217145238	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.000007373	1	< 0.1%
1.000031073	1	< 0.1%
1.000039565	1	< 0.1%
1.000041989	1	< 0.1%
1.000092743	1	< 0.1%
1.00011116	1	< 0.1%
1.000168594	1	< 0.1%
1.000175758	1	< 0.1%
1.000195262	1	< 0.1%
1.000195342	1	< 0.1%

Value	Count	Frequency (%)
2.999972	1	< 0.1%
2.999965514	1	< 0.1%
2.999932439	1	< 0.1%
2.999932247	1	< 0.1%
2.999930564	1	< 0.1%
2.999920713	1	< 0.1%
2.999902065	1	< 0.1%
2.999901934	1	< 0.1%
2.999889035	1	< 0.1%
2.999882371	1	< 0.1%

target
Real number (ℝ_≥0)

UNIQUE

Distinct	100000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.646811558

Minimum	0.1428945512
Maximum	16.33009472
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0.1428945512
5-th percentile	0.4885406578
Q1	0.8848186908
median	1.352321867
Q3	2.078812234
95-th percentile	3.797308739
Maximum	16.33009472
Range	16.18720017
Interquartile range (IQR)	1.193993543

Descriptive statistics

Standard deviation	1.116606794
Coefficient of variation (CV)	0.6780416307
Kurtosis	7.473224842
Mean	1.646811558
Median Absolute Deviation (MAD)	0.549821188
Skewness	2.076352646
Sum	164681.1558
Variance	1.246810733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5482852467	1	< 0.1%
0.9224902486	1	< 0.1%
1.371982856	1	< 0.1%
2.099813049	1	< 0.1%
1.441915341	1	< 0.1%
1.590418638	1	< 0.1%
1.643064088	1	< 0.1%
1.746269037	1	< 0.1%
1.749569215	1	< 0.1%
1.231430373	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1428945512	1	< 0.1%
0.164740214	1	< 0.1%
0.1718561547	1	< 0.1%
0.1801910728	1	< 0.1%
0.1806960666	1	< 0.1%
0.1814335642	1	< 0.1%
0.1826180959	1	< 0.1%
0.1845500895	1	< 0.1%
0.1847516913	1	< 0.1%
0.1875228798	1	< 0.1%

Value	Count	Frequency (%)
16.33009472	1	< 0.1%
15.78602594	1	< 0.1%
14.44828827	1	< 0.1%
13.8324265	1	< 0.1%
12.78697804	1	< 0.1%
12.08250722	1	< 0.1%
12.00962138	1	< 0.1%
11.91052304	1	< 0.1%
11.75075888	1	< 0.1%
11.73132325	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	mom	H	kb	T	alpha	epsilon	c	M	target
0	1.081296	2.424127	1.902342	2.700580	1.697671	2.668551	2.521743	1.807999	0.548285
1	2.620698	2.101335	1.079778	1.898976	2.460185	1.897906	1.980352	2.011929	3.535639
2	2.432399	1.851076	2.615776	2.654874	1.611634	2.206519	2.412531	1.373349	0.708722
3	1.009300	2.462704	1.510319	2.205194	1.051118	1.772335	1.937037	2.384053	0.860502
4	2.636281	2.658475	2.515858	1.996559	2.402021	2.742723	2.508219	1.058064	1.472565
5	2.147707	1.685052	2.600202	2.633075	2.238198	1.992941	2.474755	1.455075	0.612290
6	2.648033	2.591803	1.913813	2.346977	2.831006	1.082125	1.553562	2.723091	3.268114
7	2.828723	1.144820	1.214388	2.784606	2.971504	1.894901	1.721281	2.068184	1.873331
8	1.346507	2.739145	2.667903	2.751982	2.840594	1.699847	2.325087	2.207603	0.627503
9	2.445311	1.055231	1.292705	1.881374	2.052537	2.967502	2.785613	1.110098	1.160469

Last rows

	mom	H	kb	T	alpha	epsilon	c	M	target
99990	1.910313	1.747988	1.185580	2.641021	2.493950	1.602789	1.429921	1.214617	1.630384
99991	2.420408	2.759107	1.606822	1.780274	1.744528	1.465077	2.495411	2.124101	2.678217
99992	2.118228	2.475528	1.087731	1.411039	2.609788	2.819928	1.358621	1.371053	4.365207
99993	2.585633	2.196994	2.427469	1.584575	2.981293	1.802577	2.502102	2.815915	1.976884
99994	1.434012	1.927700	1.837275	2.359390	1.687435	1.105714	1.848463	2.741215	1.042731
99995	1.217756	2.251247	2.909458	1.962809	1.484060	1.727879	2.662819	1.002686	0.505957
99996	2.117037	1.969217	1.135654	2.207878	2.938357	1.933126	2.428045	2.867159	2.286801
99997	2.860286	1.835875	1.579551	1.059306	1.427857	1.355609	2.937692	2.136951	3.584167
99998	1.889388	1.993289	2.042811	2.843807	1.303391	1.923549	1.395514	2.456849	0.926300
99999	2.930100	2.439932	1.088715	2.765666	2.458170	2.109990	1.549132	2.935654	3.761204

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows